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Dev.to
Dev.to
7/4/2026
The original headline is: "Why 88% of Agent Pilots Never Reach Production: Understanding the Infrastructure Gap"

The original headline is: "Why 88% of Agent Pilots Never Reach Production: Understanding the Infrastructure Gap"

Original: Why 88% of Agent Pilots Die: The Infrastructure Readiness Gap Nobody Talks About

Short summary

Production AI agents fail due to infrastructure gaps, not model limitations. 88% of pilots don't reach production because teams lack a unified control plane for governance, observability, and cross-runtime orchestration. Teams that succeed combine agent logic frameworks (LangGraph, CrewAI, Claude Agent SDK) with production control planes handling session durability, unified access control, and compliance audit trails.

  • •88% of agent pilots fail because of missing infrastructure, not model capability
  • •Teams need both agent logic frameworks AND unified control planes for governance/observability
  • •Production-ready infrastructure requires session durability, access control, audit trails, and cost enforcement

Generated with AI, which can make mistakes.

#ai-agents#ai-tools#industry-adoption#regulation-policy
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